File size: 1,696 Bytes
282c7ee 65e30d0 ccaba32 65e30d0 168b16c d06fe05 1f7b371 168b16c 65e30d0 5d613e7 65e30d0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 |
---
license: mit
---
# EMusicGen
The model weights for generating ABC melodies by emotions.
## Demo
<https://www.modelscope.cn/studios/monetjoe/EMusicGen>
## Maintenance
```bash
git clone git@hf.com:monetjoe/EMusicGen
cd EMusicGen
```
## Fine-tuning results
<style>
td {
vertical-align: middle !important;
}
</style>
| Dataset | Loss curve | Min eval loss |
| :-----: | :--------------------------------------------------------------------------------------: | :-------------------: |
| VGMIDI |  | `0.23854530873296725` |
| EMOPIA |  | `0.26802811984950936` |
| Rough4Q |  | `0.2299637847539768` |
## Usage
```python
from modelscope import snapshot_download
model_dir = snapshot_download("monetjoe/EMusicGen")
```
## Mirror
<https://www.modelscope.cn/models/monetjoe/EMusicGen>
## Cite
```bibtex
@article{Zhou2024EMusicGen,
title = {EMusicGen: Emotion-Conditioned Melody Generation in ABC Notation},
author = {Monan Zhou, Xiaobing Li, Feng Yu and Wei Li},
month = {Sep},
year = {2024},
publisher = {GitHub},
version = {0.1},
url = {https://github.com/monetjoe/EMusicGen}
}
```
## Reference
[1] [Wu, S., & Sun, M. (2023). TunesFormer: Forming Tunes with Control Codes. ArXiv, abs/2301.02884.](https://arxiv.org/pdf/2301.02884) |